Alexander Maier
Orcid: 0000-0002-7250-502X
According to our database1,
Alexander Maier
authored at least 39 papers
between 2006 and 2022.
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Bibliography
2022
Resolving the mesoscopic missing link: Biophysical modeling of EEG from cortical columns in primates.
NeuroImage, 2022
2020
Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines.
Eng. Appl. Artif. Intell., 2020
A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata.
CoRR, 2020
2019
Machine learning for assistance systems: pattern-based approach to online step recognition.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Probing Electrophysiological Indices of Perceptual Awareness across Unisensory and Multisensory Modalities.
J. Cogn. Neurosci., 2018
2017
Proceedings of the Machine Learning for Cyber Physical Systems, 2017
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017
Proceedings of the Informatik in der Land-, Forst- und Ernährungswirtschaft, Fokus: Digitale Transformation, 2017
2016
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016
2015
PhD thesis, 2015
On the Learning of Timing Behavior for Anomaly Detection in Cyber-Physical Production Systems.
Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015
Proceedings of the Machine Learning for Cyber Physical Systems, 2015
2014
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014
2013
Evaluating Learning Algorithms for Stochastic Finite Automata - Comparative Empirical Analyses on Learning Models for Technical Systems.
Proceedings of the ICPRAM 2013, 2013
2012
Solving Modeling Problems with Machine Learning -- A Classification Scheme of Model Learning Approaches for Technical Systems.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VIII, 2012
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012
Visual Anomaly Detection in Production Plants.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Fighting the Modeling Bottleneck - Learning Models for Production Plants.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VII, 2011
Anomaly Detection in Production Plants using Timed Automata - Automated Learning of Models from Observations.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011
AutomationML as a Basis for Offline - And Realtime-simulation - Planning, Simulation and Diagnosis of Automation Systems.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Noordwijkerhout, The Netherlands, 28, 2011
Proceedings of the XXIII International Symposium on Information, 2011
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
2010
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VI, 2010
2009
Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns.
IEEE Trans. Biomed. Eng., 2009
IEEE Trans. Biomed. Eng., 2009
2008
Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine.
EURASIP J. Adv. Signal Process., 2008
Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition.
Comput. Intell. Neurosci., 2008
Single-trial bistable perception classification based on sparse nonnegative tensor decomposition.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Elektrotech. Informationstechnik, 2007
Comput. Biol. Medicine, 2007
Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception.
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity.
IEEE Trans. Biomed. Eng., 2006